Datasets:

mstz
/

arhythmia

age int8 7 75	is_female bool 2 classes	height float64 119 182	weight float64 21 176	qrs_duration float64 55 188	p_r_interval float64 0 294	q_t_interval float64 241 509	t_interval float64 123 327	p_interval float64 0 143	qrs float64 -172 155	t float64 -174 179	p float64 -61 176	qrst float64 -135 166	j float64 -179 178	heart_rate float64 55 122	average_witdth_of_wave_q_on_DI float64 0 36	average_witdth_of_wave_r_on_DI float64 16 156	average_witdth_of_wave_s_on_DI float64 0 80	number_of_deflections_on_DI float64 12 100	type_of_diphasic_derivation_of_r_wave_on_DI float64 0 1	type_of_diphasic_derivation_of_t_wave_on_DI float64 0 1	average_witdth_of_wave_q_on_DII float64 0 40	average_witdth_of_wave_r_on_DII float64 16 132	average_witdth_of_wave_s_on_DII float64 0 92	number_of_deflections_on_DII float64 8 64	type_of_diphasic_derivation_of_p_wave_on_DII float64 0 1	average_witdth_of_wave_q_on_DIII float64 0 84	average_witdth_of_wave_r_on_DIII float64 0 116	average_witdth_of_wave_s_on_DIII float64 0 132	average_witdth_of_wave_rprime_on_DIII float64 0 52	number_of_deflections_on_DIII float64 0 84	type_of_diphasic_derivation_of_r_wave_on_DIII float64 0 1	type_of_ragged_t_wave_on_DIII float64 0 1	average_witdth_of_wave_q_on_AVR float64 0 136	average_witdth_of_wave_r_on_AVR float64 0 76	number_of_deflections_on_AVR float64 0 92	average_witdth_of_wave_q_on_AVL float64 0 64	average_witdth_of_wave_r_on_AVL float64 0 148	average_witdth_of_wave_s_on_AVL float64 0 92	number_of_deflections_on_AVL float64 0 96	average_witdth_of_wave_q_on_AVF float64 0 88	average_witdth_of_wave_r_on_AVF float64 0 128	average_witdth_of_wave_s_on_AVF float64 0 120	average_witdth_of_wave_rprime_on_AVF float64 0 44	number_of_deflections_on_AVF float64 0 80	type_of_ragged_r_wave_on_AVF float64 0 1	type_of_diphasic_derivation_of_r_wave_on_AVF float64 0 1	average_witdth_of_wave_q_on_V1 float64 0 140	average_witdth_of_wave_r_on_V1 float64 0 216	average_witdth_of_wave_s_on_V1 float64 0 116	average_witdth_of_wave_rprime_on_V1 float64 0 76	average_witdth_of_wave_sprime_on_V1 float64 0 28	number_of_deflections_on_V1 float64 0 116	type_of_ragged_t_wave_on_V1 float64 0 1	average_witdth_of_wave_q_on_V2 float64 0 132	average_witdth_of_wave_r_on_V2 float64 0 216	average_witdth_of_wave_s_on_V2 float64 0 108	average_witdth_of_wave_rprime_on_V2 float64 0 72	number_of_deflections_on_V2 float64 0 96	type_of_ragged_r_wave_on_V2 float64 0 1	type_of_ragged_p_wave_on_V2 float64 0 1	average_witdth_of_wave_r_on_V3 float64 0 132	average_witdth_of_wave_s_on_V3 float64 0 112	average_witdth_of_wave_rprime_on_V3 float64 0 76	average_witdth_of_wave_sprime_on_V3 float64 0 24	number_of_deflections_on_V3 float64 0 88	type_of_ragged_p_wave_on_V3 float64 0 1	type_of_ragged_t_wave_on_V3 float64 0 1	average_witdth_of_wave_q_on_V4 float64 0 24	average_witdth_of_wave_r_on_V4 float64 16 88	average_witdth_of_wave_s_on_V4 float64 0 124	number_of_deflections_on_V4 float64 8 48	type_of_diphasic_derivation_of_r_wave_on_V4 float64 0 1	type_of_ragged_t_wave_on_V4 float64 0 1	average_witdth_of_wave_q_on_V5 float64 0 80	average_witdth_of_wave_r_on_V5 float64 0 136	average_witdth_of_wave_s_on_V5 float64 0 96	average_witdth_of_wave_rprime_on_V5 float64 0 60	number_of_deflections_on_V5 float64 0 132	type_of_diphasic_derivation_of_r_wave_on_V5 float64 0 1	average_witdth_of_wave_q_on_V6 float64 0 40	average_witdth_of_wave_r_on_V6 float64 12 148	average_witdth_of_wave_s_on_V6 float64 0 72	number_of_deflections_on_V6 float64 16 104	amplitude_of_jj_wave_on_DI float64 -9 1.4	amplitude_of_q_wave_on_DI float64 -2.3 0	amplitude_of_r_wave_on_DI float64 1.3 19.9	amplitude_of_s_wave_on_DI float64 -13.8 0	amplitude_of_p_wave_on_DI float64 -1.5 1.7	amplitude_of_t_wave_on_DI float64 -8.7 3.2	qrsa_on_DI float64 -33.3 155	qrsta_on_DI float64 -38.8 65.7	amplitude_of_jj_wave_on_DII float64 -3.9 1.9	amplitude_of_q_wave_on_DII float64 -2.9 0	amplitude_of_r_wave_on_DII float64 0.4 19.2	amplitude_of_s_wave_on_DII float64 -16.5 0	amplitude_of_p_wave_on_DII float64 -1.5 3.4	amplitude_of_t_wave_on_DII float64 -4.4 7.2	qrsa_on_DII float64 -43 64.3	qrsta_on_DII float64 -38.5 76.3	amplitude_of_jj_wave_on_DIII float64 -1.7 5.1	amplitude_of_q_wave_on_DIII float64 -12.1 0	amplitude_of_r_wave_on_DIII float64 0 20.4	amplitude_of_s_wave_on_DIII float64 -16.3 0	amplitude_of_rprime_wave_on_DIII float64 0 4.6	amplitude_of_p_wave_on_DIII float64 -2.8 2.1	amplitude_of_t_wave_on_DIII float64 -7 7.1	qrsa_on_DIII float64 -74 52.2	qrsta_on_DIII float64 -58.6 53	amplitude_of_jj_wave_on_AVR float64 -1.9 6.4	amplitude_of_q_wave_on_AVR float64 -14.2 0	amplitude_of_r_wave_on_AVR float64 0 11.8	amplitude_of_p_wave_on_AVR float64 -2.3 1.3	amplitude_of_t_wave_on_AVR float64 -3.7 6.4	qrsa_on_AVR float64 -96.5 26.3	qrsta_on_AVR float64 -54.6 10.7	amplitude_of_jj_wave_on_AVL float64 -7.1 1.3	amplitude_of_q_wave_on_AVL float64 -3.3 0	amplitude_of_r_wave_on_AVL float64 0 15.6	amplitude_of_s_wave_on_AVL float64 -13.2 0	amplitude_of_p_wave_on_AVL float64 -1.4 2	amplitude_of_t_wave_on_AVL float64 -6.7 5.1	qrsa_on_AVL float64 -29.4 115	qrsta_on_AVL float64 -18.7 44.3	amplitude_of_jj_wave_on_AVF float64 -1.7 2.5	amplitude_of_q_wave_on_AVF float64 -6.8 0	amplitude_of_r_wave_on_AVF float64 0 17.5	amplitude_of_s_wave_on_AVF float64 -15.4 0	amplitude_of_rprime_wave_on_AVF float64 0 3.9	amplitude_of_p_wave_on_AVF float64 -2.1 2.7	amplitude_of_t_wave_on_AVF float64 -5.5 7	qrsa_on_AVF float64 -44 64.2	qrsta_on_AVF float64 -49.4 62.7	amplitude_of_jj_wave_on_V1 float64 -4.5 16.6	amplitude_of_q_wave_on_V1 float64 -19.1 0	amplitude_of_r_wave_on_V1 float64 0 26	amplitude_of_s_wave_on_V1 float64 -37.8 0	amplitude_of_rprime_wave_on_V1 float64 0 12.6	amplitude_of_sprime_wave_on_V1 float64 -2.9 0	amplitude_of_p_wave_on_V1 float64 -3.5 1.8	amplitude_of_t_wave_on_V1 float64 -4.7 16.7	qrsa_on_V1 float64 -216 269	qrsta_on_V1 float64 -107.2 247	amplitude_of_jj_wave_on_V2 float64 -4.1 10	amplitude_of_q_wave_on_V2 float64 -29.6 0	amplitude_of_r_wave_on_V2 float64 0 28.5	amplitude_of_s_wave_on_V2 float64 -39.2 0	amplitude_of_rprime_wave_on_V2 float64 0 7.4	amplitude_of_p_wave_on_V2 float64 -2.3 3.3	amplitude_of_t_wave_on_V2 float64 -7 13.2	qrsa_on_V2 float64 -195.3 134	qrsta_on_V2 float64 -85.5 124	amplitude_of_jj_wave_on_V3 float64 -2.8 15.1	amplitude_of_r_wave_on_V3 float64 0 26.9	amplitude_of_s_wave_on_V3 float64 -47.1 0	amplitude_of_rprime_wave_on_V3 float64 0 4	amplitude_of_sprime_wave_on_V3 float64 -0.5 0	amplitude_of_p_wave_on_V3 float64 -3.1 2.5	amplitude_of_t_wave_on_V3 float64 -8.2 18.8	qrsa_on_V3 float64 -242.4 165	qrsta_on_V3 float64 -146.2 136	amplitude_of_jj_wave_on_V4 float64 -2.9 9.7	amplitude_of_q_wave_on_V4 float64 -1.1 0	amplitude_of_r_wave_on_V4 float64 0.5 36.4	amplitude_of_s_wave_on_V4 float64 -36.7 0	amplitude_of_p_wave_on_V4 float64 -0.7 2.8	amplitude_of_t_wave_on_V4 float64 -8.2 15.6	qrsa_on_V4 float64 -124.8 69.8	qrsta_on_V4 float64 -161.4 105	amplitude_of_jj_wave_on_V5 float64 -4.8 3.4	amplitude_of_q_wave_on_V5 float64 -14.2 0	amplitude_of_r_wave_on_V5 float64 0 29.5	amplitude_of_s_wave_on_V5 float64 -30.8 0	amplitude_of_rprime_wave_on_V5 float64 0 5.8	amplitude_of_p_wave_on_V5 float64 -0.7 2.8	amplitude_of_t_wave_on_V5 float64 -5 7.2	qrsa_on_V5 float64 -56.8 82.1	qrsta_on_V5 float64 -63.6 83.6	amplitude_of_jj_wave_on_V6 float64 -5.6 2.7	amplitude_of_q_wave_on_V6 float64 -3.5 0	amplitude_of_r_wave_on_V6 float64 1 23.6	amplitude_of_s_wave_on_V6 float64 -28.6 0	amplitude_of_p_wave_on_V6 float64 -0.8 2.4	amplitude_of_t_wave_on_V6 float64 -6 5.5	qrsa_on_V6 float64 -44.2 88.8	qrsta_on_V6 float64 -33.2 116	type_of_arhythmia class label 11 classes
54	false	172	95	138	163	386	185	102	96	34	70	66	23	75	0	40	80	24	0	0	20	56	52	40	0	28	116	0	0	52	0	0	52	64	88	0	36	92	24	0	128	0	0	24	0	1	0	24	36	76	0	100	0	0	40	28	60	96	0	0	48	20	56	24	32	0	0	0	44	88	28	0	0	0	44	76	0	28	0	0	44	72	24	1	0	4.5	-2.8	0.3	2.5	-2.2	19.8	0.8	-0.4	6.4	-1.3	0.7	2.7	14.2	37.9	-0.2	-0.6	4.4	0	0	0.5	0.2	24.7	26.2	-1	-5.3	1.8	-0.5	-2.5	-8	-28.5	0.5	0	1.7	-2.7	-0.2	1	-9.4	-1.2	0.4	0	4.9	0	0	0.6	1.4	31.3	42.7	-0.8	0	0.7	-3.8	6.5	0	0.3	-3.3	18.7	-13.6	-0.9	0	2.2	-4.1	7.4	0.5	-2.4	20.9	-2.6	0	5.8	-4.1	4	-0.5	0.4	0.3	20.4	23.3	0.7	0	10	-5.7	0.5	2.2	-3	20.7	1.3	0	11.1	-3.4	0	0.4	3.4	11.5	48.2	0.9	0	9.5	-2.4	0.3	3.4	12.3	49	9arhythmia_of_type_8
44	false	168	56	84	118	354	160	63	61	69	78	66	84	64	0	40	0	20	0	0	0	44	12	28	0	0	36	8	0	20	0	0	40	12	44	0	0	0	0	0	36	12	0	20	0	0	0	20	56	0	0	12	0	0	24	48	0	12	0	0	28	44	0	0	16	0	0	0	44	32	32	0	0	0	44	28	0	28	0	0	40	24	24	0.1	0	2.3	0	0.4	1	4.6	11.6	1.2	0	5.4	-0.7	1.8	2.8	11.4	31	1.1	0	3	-0.4	0	1.4	1.8	5.3	17.9	-0.7	-3.9	0.5	-1.1	-1.9	-7.5	-20.4	-0.5	0	0	0	-0.6	-0.5	0	-3.4	1.1	0	4.2	-0.5	0	1.6	2.3	7.2	22.8	0.5	0	0.9	-5.5	0	0	-0.7	1	-14.5	-5.3	0.7	0	1.2	-6.4	0	-0.5	2.6	-13.9	10	1.5	2.4	-10.3	0	0	0.3	6.8	-19.3	43.2	0.8	0	7.9	-7.3	0.9	6.5	5.7	62.9	0.1	0	9.3	-3.8	0	0.8	3.8	15.1	48.5	0.1	0	7	-1.3	0.6	2.1	12.5	30.9	0no_arhythmia
51	true	160	83	96	147	400	301	82	-37	172	-5	-67	160	71	0	60	0	40	0	0	0	40	56	24	0	84	0	0	0	0	0	0	48	48	56	0	64	0	40	88	0	0	0	0	1	0	0	20	52	0	0	8	0	0	36	48	0	20	0	0	44	52	0	0	28	0	1	0	44	68	28	0	0	0	44	68	0	28	0	0	44	64	28	-1.7	0	12.7	0	0.3	-1.7	38.1	12.3	-0.3	0	4.5	-4.7	0.1	-0.8	-4.1	-16.2	1.3	-10.6	0	0	0	-0.7	1.1	-44.5	-27.8	0.9	-8	3	-0.5	1.2	-12	6.7	-1.4	0	11.2	0	0.4	-1.4	35.8	14	0.4	-5.5	0	0	0	0.3	0.5	-24.2	-16.4	1.1	0	0.6	-13.2	0	0	-0.5	1.8	-33.7	-5.7	0.4	0	0.9	-8.8	0	0.2	1.3	-19.5	-0.3	-1.7	4.1	-6.6	0	0	0.2	-1.6	-8.1	-33	-0.7	0	7.3	-7.4	0.2	-1.3	-9.1	-20.8	-0.6	0	6.8	-6	0	0.4	-1.2	-5.5	-16.3	-0.7	0	7.3	-3.9	0.5	-1.1	3.6	-6.3	1arhythmia_of_type_0
38	true	160	63	79	0	376	165	0	34	14	55	26	-93	70	0	76	0	28	0	0	0	52	28	32	0	0	44	36	0	32	0	0	52	0	0	0	64	0	32	0	48	32	0	32	0	0	0	28	56	0	0	20	0	0	28	52	0	20	0	0	36	48	0	0	20	0	0	0	48	40	36	0	0	0	48	36	0	32	0	0	52	0	28	0	0	6.1	0	0.6	1.6	23.1	35.5	-1	0	9.9	-2	0.5	1.4	22.9	30.7	-1	0	3.8	-3.4	0	0.3	-0.8	2.2	-2.4	0.3	-7.9	0	-0.3	-1.5	-20.5	-29.8	0.1	0	2.6	0	-0.1	1	8.3	15.1	-0.4	0	6.6	-2.2	0	0.3	0.6	12.3	14.9	1.1	0	2	-15.7	0	0	0	-0.5	-41.1	-46.4	1.8	0	3.1	-16.6	0	0	4.1	-38.8	4.6	0.9	2.6	-8.7	0	0	0	6.2	-16.2	49.5	-0.4	0	11.1	-5.2	-0.1	2.5	16.2	35.7	-0.1	0	11.2	-1.9	0	-0.1	2	23.4	38.2	-0.4	0	10.1	0	0	1.5	26.2	37	0no_arhythmia
37	false	182	90	101	294	356	164	143	33	19	34	26	154	69	0	48	0	24	0	0	0	64	0	28	0	28	36	0	0	40	0	0	52	0	0	0	40	0	24	0	64	0	0	28	0	0	0	28	76	0	0	20	0	0	40	60	0	28	0	0	48	56	0	0	32	0	0	0	44	56	28	0	0	0	48	52	0	28	0	0	64	0	24	-1	0	7.1	0	0.8	2.4	17	36.2	-0.1	0	5.7	0	0.6	2.1	18.2	33.3	0.8	-1.5	1.9	0	0	0.2	-0.7	1.3	-2.9	0.5	-6.4	0	-0.5	-2.3	-16.6	-33.6	-1.2	0	3.7	0	0.5	1.3	7.4	17	0.4	0	2.7	0	0	0.2	1	8.6	15	0.6	0	1.1	-8.3	0	0	0.7	0.9	-30	-20.7	0.9	0	4.6	-11.8	0	-0.1	5.9	-26.2	35.1	0.1	13.5	-9.9	0	0	-0.3	6.1	4.7	68.1	0	0	13.7	-4.7	0.4	3.9	17	52.1	0	0	10.4	-1.2	0	0.3	2.9	21.8	47.9	-0.1	0	6.9	0	0.2	1.9	22	38.3	12unknown_arhythmia
75	true	159	59	163	147	431	242	97	56	-136	75	63	-144	72	0	140	0	100	1	0	0	116	0	60	0	0	92	72	0	52	0	0	128	0	0	64	64	0	84	0	96	64	0	52	0	0	140	0	0	0	0	0	0	132	0	0	0	0	1	1	20	104	0	0	12	1	0	0	56	92	40	0	0	0	92	20	60	132	0	0	148	0	104	-1.5	0	3.6	0	0.3	-1.1	25.2	15.3	-1.7	0	6.3	0	1	-1.5	36.5	23	-0.2	0	6.4	-3.9	0	0.7	-0.4	15.4	11.8	1.9	-2.9	0	-0.6	1.2	-18.5	-8	-0.7	-3.3	3.5	0	-0.3	-0.3	0.7	-1.9	-1.1	0	6.1	-2.7	0	0.8	-0.8	20.6	13.6	4	-10.5	0	0	0	0	-1.9	4.5	-73.5	-17.7	8.4	-29.6	0	0	0	-2.3	9.5	-195.3	-77.5	15.1	2.5	-47.1	0	0	-3.1	18.8	-242.4	-9.3	9.7	0	4.4	-28.4	0.4	15.6	-118.3	72	-0.5	0	4.2	-1.8	5.8	0.1	3.8	34.9	80.5	-4.5	0	12	0	0.1	-3.7	88.8	43.7	8arhythmia_of_type_7
19	false	165	50	96	151	373	147	102	68	175	72	82	-112	67	0	56	28	36	0	0	0	56	24	36	0	0	52	20	0	32	0	0	60	24	64	0	20	40	8	0	56	20	0	32	0	0	0	44	44	0	0	28	0	0	44	44	0	28	0	0	60	44	0	0	40	0	0	16	48	40	44	0	1	20	48	36	0	48	0	24	48	32	52	-0.5	0	6.8	-1.2	0.5	-1.7	17.4	6.2	-1.6	0	19.2	-2.6	1	-1.4	50.6	43.9	-1.1	0	12.7	-1.6	0	0.8	1.3	31.4	37.1	1.1	-12.8	1.9	-0.6	1.4	-36.2	-27	0.1	0	0.8	-3.7	-0.3	-1.4	-6.6	-14.4	-1.3	0	15.9	-2.1	0	0.9	0.7	42.4	47	1.8	0	6.9	-19.8	0	0	-0.7	6.2	-28.4	26.1	0.9	0	11.6	-23.1	0	-0.1	7.2	-25.3	38	-0.8	19.6	-19.1	0	0	-0.3	2.4	16.8	37.9	-2.9	-0.4	36.4	-8.6	0.2	-3.1	69.8	28.9	-1.6	-0.9	22.3	-3.4	0	0.1	-3	46.5	6.9	-1.2	-1	15.4	-2.1	0.3	-2.2	32.4	3.4	1arhythmia_of_type_0
68	false	161	70	170	192	419	264	116	62	-124	120	-135	-93	63	0	124	0	60	1	1	0	104	0	64	0	0	84	32	0	52	0	1	108	0	0	0	40	48	8	0	96	0	0	60	0	0	124	0	0	0	0	0	0	120	0	0	0	0	0	0	20	112	0	0	12	0	0	0	28	120	20	0	0	0	96	76	0	68	1	0	108	60	64	-0.2	0	1.7	0	-0.1	-1.3	10.5	-9.2	-1.6	0	5	0	0.2	-2.7	26	-15	-1.3	0	3.3	-1.8	0	0.1	-1.6	11	-13.3	0.8	-3.3	0	0	2	-17.8	8.6	1.1	0	0.4	-0.8	0	-0.5	-1.1	-6.8	-1.7	0	4.1	0	0	0	-1.5	19.6	-0.2	4.4	-14.1	0	0	0	0	-0.6	6.9	-87.4	7.8	5.6	-19.1	0	0	0	-0.8	10	-114.6	23.4	8.1	1.3	-30.6	0	0	-1.5	14.6	-170	31.4	3	0	1.4	-12	0	1.3	-70.1	-52.7	-1.6	0	11.6	-3.5	0	0	-3	42.3	5.1	-2	0	10.1	-2.6	0	-3.3	46.7	2.5	8arhythmia_of_type_7
73	true	158	72	137	164	393	244	105	14	142	18	49	177	80	0	120	0	60	0	0	0	116	0	40	0	0	32	72	0	20	0	0	116	0	0	0	120	0	92	0	80	56	0	36	0	0	108	0	0	0	0	0	1	0	24	92	0	12	0	0	32	84	0	0	16	0	0	0	84	60	20	1	0	0	120	0	0	72	0	0	120	0	72	-2.7	0	7.5	0	0.9	-1.8	45	23.1	-1.2	0	7.7	0	0.9	0.7	44.6	53.1	1.5	0	2.8	-5.6	0	-0.8	1.9	-15.7	7.4	1.9	-6.6	0	-1.2	1.5	-38.2	-20.2	-2.1	0	5.7	0	0.6	-1.7	34.2	13.8	0.1	0	5.2	-2.7	0	0.7	1.2	13.3	27.7	3	-11.9	0	0	0	0	-0.8	3.4	-64.2	-20	4	0	1.5	-14.2	0	0	4.7	-63.5	1.3	3	3.2	-10.7	0	0	0.2	4.6	-39.8	23.6	-0.1	0	2.7	-2.1	0.5	1	5	17	-1.4	0	5.9	0	0	1	-1.3	35.4	19.8	-2	0	7.5	0	1.2	-1.5	45	27	8arhythmia_of_type_7
62	true	165	70	72	169	328	135	85	-13	-9	30	-13	-89	103	0	48	16	28	0	0	0	36	36	20	0	76	0	0	0	0	0	0	44	32	52	0	48	28	28	0	20	48	0	8	0	0	0	28	52	0	0	20	0	0	40	44	0	24	0	0	40	40	0	0	24	0	0	0	40	44	24	0	0	0	40	44	0	24	0	0	40	40	20	0.1	0	8.9	-0.9	0.9	1	20.6	26.2	-0.7	0	4.6	-1.4	0.7	0.3	5.7	7	-1	-5.2	0	0	0	0.2	-0.9	-19.7	-25.6	0.5	-6	1.3	-0.8	-1	-11.2	-18.2	0	0	6	-0.9	0.8	1.1	13.2	22	-0.5	0	0.9	-1.4	0	0.6	0.2	-2.4	-0.8	0.1	0	0.9	-4.3	0	0	-0.4	0.2	-9.9	-8.7	-0.5	0	6.1	-5.7	0	-0.2	1.9	-0.3	12.2	-1	10.4	-6.5	0	0	-0.4	2.2	7.8	21	-0.8	0	9.3	-5.2	0.6	1.1	7.2	13.5	-0.5	0	6.9	-2.9	0	0.5	0.7	7.5	11.4	-0.2	0	4.2	-1.2	0.5	0.7	6	10.7	4arhythmia_of_type_3
36	true	160	70	78	118	241	152	68	26	-165	43	30	175	72	0	72	0	32	0	0	0	56	0	32	0	32	24	16	0	40	0	0	56	0	0	0	64	0	24	0	44	0	0	24	0	0	0	24	60	0	0	12	0	0	48	44	0	32	0	0	48	44	0	0	32	0	0	0	48	44	32	0	0	0	48	40	0	28	0	0	48	0	28	-1	0	10.1	0	1	-1	36.3	27.9	-0.4	0	10.9	0	1	-0.9	30.5	23	0.6	-1.9	2.2	-0.6	0	0.4	0.4	-0.8	1.5	0.8	-10.1	0	-1	0.8	-28.2	-21.4	-1	0	5.1	0	0.5	-0.7	16.3	10.3	0.1	0	6.4	0	0	0.7	-0.4	14	10.6	0.6	0	1.1	-6.2	0	0	0.4	-0.2	-17.3	-19.1	0.1	0	7.4	-8.8	0	0.3	1	-1.6	7.6	-0.5	14.8	-10.3	0	0	0.6	1.1	12.9	21.9	-1.1	0	15.2	-6.6	0.7	-0.7	21.9	16.1	-1	0	14.2	-3.4	0	0.6	-0.6	27.2	22.2	-0.9	0	11.8	0	0.5	-0.5	28.3	24.1	0no_arhythmia
33	true	163	75	79	170	364	167	97	58	62	55	62	84	77	0	44	32	24	0	0	0	48	12	28	1	16	56	0	0	28	1	0	44	16	48	0	32	44	16	0	72	0	0	20	0	1	0	24	56	0	0	12	0	0	32	44	0	20	0	0	40	40	0	0	28	0	0	0	40	36	24	0	0	0	40	32	0	24	0	0	40	20	20	0	0	5.1	-1.1	1	1	9.5	17.3	0.9	0	7	-0.8	1.4	2.3	16.4	37.1	0.8	-0.5	2.3	0	0	0.5	1.3	6	17.7	-0.6	-6.1	1.2	-1	-1.5	-12.5	-22.1	-0.2	0	2.1	-1.4	-0.2	-0.1	0.3	-0.1	1	0	5	0	0	1	1.5	18	27.6	0.4	0	1.1	-5.6	0	0	-0.8	-0.2	-14.3	-16.2	0.8	0	3.4	-9.8	0	-0.3	2.4	-16.1	7.4	0.7	6.4	-10.3	0	0	0.2	3.3	-7.8	24.5	0.2	0	10	-8.1	0.5	2.2	5.5	21.7	0.1	0	9.3	-3.7	0	0.5	1.8	12.7	25.6	0.1	0	8	-1.6	0.5	1.3	14.4	26.6	0no_arhythmia
69	true	154	59	74	159	380	154	96	15	57	60	27	-163	81	0	52	0	28	0	0	0	52	0	32	0	0	32	44	0	20	0	0	52	0	0	20	40	0	36	0	44	40	0	28	0	0	0	12	48	0	0	4	0	0	36	28	0	24	0	0	48	32	0	0	32	0	0	0	48	36	32	0	0	0	52	32	0	32	0	0	56	0	32	-1	0	10.6	0	0.6	0.9	27.5	34.7	-1	0	8.6	0	1	1.7	22.3	32.8	0.2	0	2.8	-5.7	0	0.6	0.8	-8.1	-1.7	1	-8.9	0	-0.8	-1.3	-23.1	-29.8	-0.7	-1.1	7.6	0	-0.2	0.2	14.1	15.3	-0.2	0	4.8	-2.3	0	0.7	1.3	5.9	14.2	1.1	0	0.4	-9.3	0	0	0.3	1.1	-22.1	-12.7	0.6	0	3.2	-3.6	0	0.1	3.4	0.7	29.9	-0.3	12.1	-3.4	0	0	0.2	4.3	23.6	60.5	-0.7	0	12.5	-3.4	0.5	3.3	23.9	48.3	-1	0	12.6	-1.6	0	0.6	2.4	30.2	46.5	-1	0	10.3	0	0.7	1.8	28.8	41	0no_arhythmia
35	true	162	68	80	156	364	134	116	60	33	83	55	36	80	16	84	20	40	0	0	20	44	40	44	0	16	44	68	0	40	0	0	84	12	92	44	36	20	48	0	48	12	28	28	0	0	0	32	48	0	0	16	0	0	36	40	0	20	0	0	40	40	0	0	24	0	0	0	48	40	32	0	0	0	44	36	0	24	0	20	40	36	44	0.9	-0.4	3.3	-0.7	0.2	0.9	12.8	18.3	0.8	-0.6	11.5	-1.1	1.1	1	22.5	27.3	-0.1	-0.4	8.1	-1.7	0	1	0.1	11.8	12.5	-1	-7.6	0.6	-0.6	-0.9	-31.6	-36.6	0.1	-2.6	0.9	-0.4	-0.5	0.4	-4.5	-1.7	0.7	0	10.2	-1	0.5	1	0.5	24.5	28	0.1	0	2.8	-8.8	0	0	-0.8	-1.1	-16.7	-25.2	0.6	0	4	-8.8	0	-0.5	0.4	-10.4	-6.8	0.7	4.2	-7.8	0	0	0.3	1.8	-7.2	9.3	-0.2	0	9.7	-3.5	1.3	0.8	16.2	21.6	-0.4	0	11.9	-2.7	0	1.4	0.9	21.3	27.2	-0.1	-0.6	10.2	-1.6	1.3	1	17	23.6	0no_arhythmia
59	false	161	70	83	194	393	169	97	40	33	42	38	-18	69	12	136	0	36	1	0	0	116	0	36	0	0	80	64	16	56	0	0	84	0	0	16	40	20	36	0	84	0	0	40	0	0	0	32	76	12	12	24	1	0	32	56	0	20	0	0	48	76	0	0	32	0	0	0	64	0	28	1	0	0	76	0	0	32	0	0	80	0	28	1	-0.4	7.5	0	0.7	1.7	50.8	65.7	0.1	0	8.4	0	0.7	1.8	48.7	64.5	-0.8	0	2.6	-0.5	0.4	0.6	0	9.1	9.1	-0.4	-7.9	0	-0.8	-1.7	-33.1	-48	0.6	-0.4	3.3	-0.4	0.6	0.9	5.9	12.2	-0.1	0	5	0	0	0.5	1.2	21	31.3	-0.9	0	1.4	-8.3	0.7	-0.7	-0.3	-1.4	-29.3	-44.1	1.7	0	2.3	-10	0	-0.1	3.2	-24.4	9.5	0.8	12.6	-7.1	0	0	-0.2	3.8	3.3	43.5	-0.4	0	13.8	0	0.5	2.3	44.1	59.7	-0.1	0	11.6	0	0	0.4	1.9	44	56.9	-0.1	0	8.7	0	0.4	1.3	34.8	43.6	0no_arhythmia
44	false	178	89	106	183	380	147	94	-2	77	41	14	-164	70	0	52	0	24	0	0	0	48	0	24	0	68	0	0	0	0	0	0	56	0	0	0	56	0	28	20	28	0	0	32	0	0	0	28	60	24	0	16	0	0	36	64	0	20	0	0	48	60	0	0	32	0	0	0	52	64	36	0	0	0	44	60	0	28	0	16	52	48	40	-1	0	8.4	0	0.8	0.4	21.8	24.6	-0.9	0	4.3	0	0.9	1.2	10.3	18.9	0.4	-4.2	0	0	0	0.2	0.9	-14.2	-7.8	0.9	-6	0	-0.6	-0.4	-16.8	-18.8	-0.6	0	5.7	0	0.3	-0.4	15.9	13.1	-0.5	-0.4	1	0	0	0.4	0.8	1	5.9	0.7	0	2.4	-9.9	1.3	0	-0.4	1	-24.9	-16.7	0.6	0	3.6	-11.2	0	0.2	0.3	-29.4	-26.6	0.1	5.6	-15.8	0	0	0.5	0.3	-34	-31.2	-0.1	0	9.3	-9.7	0.4	0.4	-6.9	-4.2	-0.3	0	9.2	-3.1	0	0.5	0.6	10.9	14.9	-0.4	-0.4	8.2	-1.3	0.5	0.8	17.9	24.1	0no_arhythmia
54	true	160	64	71	148	409	139	93	-5	14	-11	2	-121	56	0	60	0	28	0	0	0	40	28	24	0	72	0	0	0	0	0	0	48	0	0	0	64	0	24	0	20	36	0	12	0	0	0	20	52	0	0	8	0	0	32	52	0	20	0	0	40	44	0	0	24	0	0	0	40	48	28	0	0	0	44	40	0	24	0	0	44	36	24	-0.1	0	6	0	0.9	1.6	18	27.6	-0.5	0	3.8	-1.3	0.6	1.2	5.8	13	-0.3	-2.5	0	0	0	-0.4	-0.4	-9	-11.2	1	-5	0	-0.2	-1.1	-12	-18.1	-0.2	0	3.8	0	0.4	0.8	12.1	16.5	-0.6	0	1.1	-1.4	0	-0.4	0.3	-1.4	0.1	0.4	0	0.5	-7.3	0	0	0.1	-1	-18.4	-26	0	0	3	-8.6	0	0.6	1.1	-17.5	-9.2	-0.3	7.2	-7.2	0	0	0.6	1.1	-1.4	5.4	-0.5	0	7	-5	0.5	0.3	2	3.9	-0.5	0	6.8	-2.4	0	0.3	0.7	10.1	13.1	-0.4	0	6	-0.9	0.3	1.1	11.6	17.9	5arhythmia_of_type_4

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YAML Metadata Error: "configs[1]" must be of type object

Arhythmia

The Arrhythmia dataset from the UCI ML repository. Does the patient have arhythmia? If so, what type?

Configurations and tasks

Configuration	Task	Description
arhytmia	Multiclass classification	What type of arhythmia does the patient have?
has_arhytmia	Binary classification	Does the patient have arhythmia?

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/arhythmia", "arhythmia")["train"]

Features

Target feature changes according to the selected configuration and is always in last position in the dataset.

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